The informed company : how to build a cloud-based data stack to explore and understand data /: how to build a cloud-based data stack to explore and understand data. (2021)

• Record Type: Book
• Further Information: Note: Dave Fowler, Matthew C. David.
• Authors: Fowler, Dave; David, Matthew, 1971-
• Contents: Chapter 1: Stage 1: Source Chapter 2: Starting with Source Data Chapter 3: The Need to Replicate Source Data Chapter 4: Source Data Best Practices Chapter 5: Stage 2: Data Lake Chapter 6: Why Build a Data Lake Chapter 7: Choosing an Engine for the Data Lake Chapter 8: Extract and Load (EL) a Lake Chapter 9: Data Lake Security Chapter 10: Data Lake Maintenance Chapter 11: Stage 3: Data Warehouse Chapter 12: The Power of Layers and Views Chapter 13: Staging Schemas Chapter 14: Model data with dbt Chapter 15: Deploy Modeling Code Chapter 16: Implementing the Data Warehouse Chapter 17: Managing Data Access Chapter 18: Maintaining the Source of Truth Chapter 19: Stage 4: Data Marts Chapter 20: Data Mart Implementation Chapter 21: Data Mart Maintenance Chapter 22: What's Changed Chapter 23: Row vs Column Oriented Database Chapter 24: Style Guide Example Chapter 25: Building an SST Example Acknowledgments Index
• Edition: 1st
• Publisher Details: Hoboken : John Wiley & Sons, Inc
• Publication Date: 2021
• Extent: 1 online resource
• Subjects: 658.40380285574; Data warehousing; Multidimensional databases; Knowledge management -- Data processing
• Languages: English
• ISBNs: 9781119748014; 9781119748021
• Related ISBNs: 9781119748007
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.